Thomas Pock

Graz University of Technology — Austria

Computer Science · Physical Sciences

59h-index23.5kcitations313works1.92yr avg
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Research Topics

Advanced Vision and Imaging(75), Medical Image Segmentation Techniques(69), Sparse and Compressive Sensing Techniques(62), Advanced Image Processing Techniques(47), Medical Imaging Techniques and Applications(38)

Publications312 total

Diffusion at Absolute Zero: Langevin Sampling Using Successive Moreau Envelopes
SIAM Journal on Imaging Sciences·2026Open Access
Image-based analysis of long-term biocrust degradation utilizing joint energy-based deep learning
Ecological Informatics·2025Open Access
An Inertial Langevin Algorithm
arXiv (Cornell University)·2025Open Access
Evaluating artificial intelligence-enabled medical tests in cardiology: Best practice
IJC Heart & Vasculature·2025Open Access
An Adaptively Inexact Method for Bilevel Learning Using Primal–Dual-Style Differentiation
Journal of Mathematical Imaging and Vision·2025· 1 citedOpen Access
ELEN – Predicting Loop Quality in Protein Structure Models
2025Open Access
Energy-based models for inverse imaging problems
arXiv (Cornell University)·2025Open Access
Diffusion at Absolute Zero: Langevin Sampling Using Successive Moreau Envelopes
2025· 2 cited
The Gaussian Latent Machine: Efficient Prior and Posterior Sampling for Inverse Problems
arXiv (Cornell University)·2025Open Access
Total Variation-Based Image Decomposition and Denoising for Microscopy Images
arXiv (Cornell University)·2025Open Access
Machine-learning guided differentiation between photoplethysmography waveforms of supraventricular and ventricular origin
Computer Methods and Programs in Biomedicine·2025· 1 citedOpen Access
Diffusion at Absolute Zero: Langevin Sampling using Successive Moreau Envelopes [journal paper]
arXiv (Cornell University)·2025Open Access
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms
International Journal of Computer Vision·2025· 5 citedOpen Access
Diffusion at Absolute Zero: Langevin Sampling Using Successive Moreau Envelopes [conference paper]
arXiv (Cornell University)·2025Open Access
Product of Gaussian Mixture Diffusion Model for non-linear MRI Inversion
ArXiv.org·2025Open Access
Image-Based Analysis of Long-Term Biocrust Degradation Utilizing Joint Energy-Based Deep Learning
SSRN Electronic Journal·2025Open Access
Machine-Learning Guided Differentiation between Photoplethysmography Waveforms of Supraventricular and Ventricular Origin
SSRN Electronic Journal·2025Open Access
Product of Gaussian Mixture Diffusion Model for Non-linear MRI Inversion
Lecture notes in computer science·2025Open Access
An Adaptively Inexact Method for Bilevel Learning Using Primal-Dual Style Differentiation
arXiv (Cornell University)·2024Open Access
Subgradient Langevin Methods for Sampling from Nonsmooth Potentials
SIAM Journal on Mathematics of Data Science·2024· 5 citedOpen Access
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Frequent Co-authors

Horst Bischof(16), Daniel Cremers(10), Antonin Chambolle(8), Kerstin Hammernik(5), Florian Knöll(5), Christopher Zach(4), Daniel K. Sodickson(4), Yunjin Chen(4), Teresa Klatzer(3), Erich Kobler(3), Michael P. Recht(3), Kristian Bredies(3), Peter Ochs(3), Thomas Brox(3), Andreas Wedel(3), René Ranftl(3), Karl Kunisch(2), Manuel Werlberger(2), Werner Trobin(2), Wei Yu(2)